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New paper rethinks interactive world models as game engines

By PulseAugur Editorial · [3 sources] ·

Researchers have published a paper on arXiv titled "From Pixels to States: Rethinking Interactive World Models as Game Engines." The paper explores how recent video generative models can be used as next-generation game engines by predicting future observations based on user actions. It analyzes interactive game world modeling across four dimensions: player action control, game state dynamics, state-observation persistence, and real-time interactive generation. To support this research, the authors developed a data engine for the game Black Myth: Wukong, collecting over 90 hours of gameplay data including actions, game states, and observations. AI

IMPACT This research could advance the development of more coherent and responsive interactive worlds in games and AI applications.

RANK_REASON Academic paper published on arXiv

Read on Hugging Face Daily Papers →

AI-generated summary · Google Gemini · from 3 sources. How we write summaries →

New paper rethinks interactive world models as game engines

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COVERAGE [3]

  1. Hugging Face Daily Papers TIER_1 English(EN) ·

    From Pixels to States: Rethinking Interactive World Models as Game Engines

    Building interactive worlds that respond coherently to player actions has long been a shared goal of computer graphics, games, and artificial intelligence. Recent video generative models provide a data-driven route toward this goal by predicting future observations conditioned on…

  2. arXiv cs.CV TIER_1 English(EN) · Zhen Li, Zian Meng, Shuwei Shi, Mingliang Zhai, Jiaming Tan, Chuanhao Li, Kaipeng Zhang ·

    From Pixels to States: Rethinking Interactive World Models as Game Engines

    arXiv:2607.14076v1 Announce Type: new Abstract: Building interactive worlds that respond coherently to player actions has long been a shared goal of computer graphics, games, and artificial intelligence. Recent video generative models provide a data-driven route toward this goal …

  3. arXiv cs.CV TIER_1 English(EN) · Kaipeng Zhang ·

    From Pixels to States: Rethinking Interactive World Models as Game Engines

    Building interactive worlds that respond coherently to player actions has long been a shared goal of computer graphics, games, and artificial intelligence. Recent video generative models provide a data-driven route toward this goal by predicting future observations conditioned on…

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